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cs.LG2025
Achieving Optimal Tissue Repair Through MARL with Reward Shaping and Curriculum Learning
Muhammad Al-Zafar Khan, Jamal Al-Karaki
In this paper, we present a multi-agent reinforcement learning (MARL) framework for optimizing tissue repair processes using engineered biological agents. Our approach integrates:…
cs.LG2024
Cybercrime Prediction via Geographically Weighted Learning
Muhammad Al-Zafar Khan, Jamal Al-Karaki, Emad Mahafzah
Inspired by the success of Geographically Weighted Regression and its accounting for spatial variations, we propose GeogGNN -- A graph neural network model that accounts for geogra…